Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 16973 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.4 MiB |
| Average record size in memory | 208.0 B |
Variable types
| NUM | 26 |
|---|
Reproduction
| Analysis started | 2020-07-01 19:44:46.164939 |
|---|---|
| Analysis finished | 2020-07-01 19:48:00.526670 |
| Version | pandas-profiling v2.6.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
B_2 is highly correlated with A_2 and 2 other fields | High Correlation |
A_2 is highly correlated with B_2 and 2 other fields | High Correlation |
A_3 is highly correlated with A_1 | High Correlation |
A_1 is highly correlated with A_3 | High Correlation |
A_4 is highly correlated with A_2 and 2 other fields | High Correlation |
B_3 is highly correlated with B_1 | High Correlation |
B_1 is highly correlated with B_3 | High Correlation |
B_4 is highly correlated with A_2 and 2 other fields | High Correlation |
C_3 is highly correlated with C_1 | High Correlation |
C_1 is highly correlated with C_3 | High Correlation |
C_4 is highly correlated with C_2 | High Correlation |
C_2 is highly correlated with C_4 | High Correlation |
L_4 is highly correlated with L_3 and 2 other fields | High Correlation |
L_3 is highly correlated with L_4 and 2 other fields | High Correlation |
L_5 is highly correlated with L_3 and 2 other fields | High Correlation |
L_6 is highly correlated with L_3 and 2 other fields | High Correlation |
L_7 is highly correlated with L_1 and 1 other fields | High Correlation |
L_1 is highly correlated with L_7 and 1 other fields | High Correlation |
L_9 is highly correlated with L_1 and 1 other fields | High Correlation |
C_5 is highly correlated with A_5 | High Correlation |
A_5 is highly correlated with C_5 | High Correlation |
| Distinct count | 16973 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8486 |
|---|---|
| Minimum | 0 |
| Maximum | 16972 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 848.6 |
| Q1 | 4243 |
| median | 8486 |
| Q3 | 12729 |
| 95-th percentile | 16123.4 |
| Maximum | 16972 |
| Range | 16972 |
| Interquartile range (IQR) | 8486 |
Descriptive statistics
| Standard deviation | 4899.827395 |
|---|---|
| Coefficient of variation (CV) | 0.5774012957 |
| Kurtosis | -1.2 |
| Mean | 8486 |
| Median Absolute Deviation (MAD) | 4243.249985 |
| Skewness | 0 |
| Sum | 144032878 |
| Variance | 24008308.5 |
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 6758 | 1 | < 0.1% | |
| 2692 | 1 | < 0.1% | |
| 12931 | 1 | < 0.1% | |
| 14978 | 1 | < 0.1% | |
| 8833 | 1 | < 0.1% | |
| 10880 | 1 | < 0.1% | |
| 4727 | 1 | < 0.1% | |
| 6774 | 1 | < 0.1% | |
| 629 | 1 | < 0.1% | |
| Other values (16963) | 16963 | 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 16972 | 1 | < 0.1% | |
| 16971 | 1 | < 0.1% | |
| 16970 | 1 | < 0.1% | |
| 16969 | 1 | < 0.1% | |
| 16968 | 1 | < 0.1% |
| Distinct count | 178 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.54097207 |
|---|---|
| Minimum | -99.33181473 |
| Maximum | 87.33485194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -99.33181473 |
|---|---|
| 5-th percentile | 33.63705391 |
| Q1 | 56.02126044 |
| median | 56.29460898 |
| Q3 | 57.50949129 |
| 95-th percentile | 87.33485194 |
| Maximum | 87.33485194 |
| Range | 186.6666667 |
| Interquartile range (IQR) | 1.488230849 |
Descriptive statistics
| Standard deviation | 27.15088039 |
|---|---|
| Coefficient of variation (CV) | 0.5071047339 |
| Kurtosis | 18.31286196 |
| Mean | 53.54097207 |
| Median Absolute Deviation (MAD) | 13.51485471 |
| Skewness | -3.782508509 |
| Sum | 908750.9189 |
| Variance | 737.170306 |
| Value | Count | Frequency (%) | |
| 56.06681853 | 1915 | 11.3% | |
| 57.00835232 | 1646 | 9.7% | |
| 56.02126044 | 1542 | 9.1% | |
| 33.63705391 | 1472 | 8.7% | |
| 87.33485194 | 1041 | 6.1% | |
| 56.49202735 | 1026 | 6.0% | |
| 55.01898254 | 869 | 5.1% | |
| 78.42065301 | 759 | 4.5% | |
| 56.24905089 | 688 | 4.1% | |
| 57.26651483 | 647 | 3.8% | |
| Other values (168) | 5368 | 31.6% |
| Value | Count | Frequency (%) | |
| -99.33181473 | 114 | 0.7% | |
| -99.17995444 | 6 | < 0.1% | |
| -99.1040243 | 2 | < 0.1% | |
| -98.2080486 | 1 | < 0.1% | |
| -98.14730448 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 87.33485194 | 1041 | 6.1% | |
| 82.4145786 | 2 | < 0.1% | |
| 82.20197419 | 1 | < 0.1% | |
| 79.69627942 | 1 | < 0.1% | |
| 78.42065301 | 759 | 4.5% |
L_2
Real number (ℝ)
| Distinct count | 2899 |
|---|---|
| Unique (%) | 17.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.729326224 |
|---|---|
| Minimum | -81.0115571 |
| Maximum | 30.62010687 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -81.0115571 |
|---|---|
| 5-th percentile | -7.07592891 |
| Q1 | -2.3238474 |
| median | 3.119174852 |
| Q3 | 8.599478065 |
| 95-th percentile | 19.11768361 |
| Maximum | 30.62010687 |
| Range | 111.631664 |
| Interquartile range (IQR) | 10.92332547 |
Descriptive statistics
| Standard deviation | 12.93120851 |
|---|---|
| Coefficient of variation (CV) | 4.737875743 |
| Kurtosis | 16.61989118 |
| Mean | 2.729326224 |
| Median Absolute Deviation (MAD) | 7.859869244 |
| Skewness | -3.149620138 |
| Sum | 46324.854 |
| Variance | 167.2161536 |
| Value | Count | Frequency (%) | |
| -79.73157699 | 123 | 0.7% | |
| -64.40909656 | 38 | 0.2% | |
| -2.361128361 | 21 | 0.1% | |
| -2.721511125 | 21 | 0.1% | |
| -2.535106256 | 21 | 0.1% | |
| -3.019758919 | 20 | 0.1% | |
| -2.907915994 | 19 | 0.1% | |
| -0.8698893924 | 19 | 0.1% | |
| 7.356778935 | 19 | 0.1% | |
| -3.454703605 | 19 | 0.1% | |
| Other values (2889) | 16653 | 98.1% |
| Value | Count | Frequency (%) | |
| -81.0115571 | 1 | < 0.1% | |
| -80.31564558 | 1 | < 0.1% | |
| -79.73157699 | 123 | 0.7% | |
| -77.95451721 | 1 | < 0.1% | |
| -75.86678265 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 30.62010687 | 1 | < 0.1% | |
| 28.5696533 | 1 | < 0.1% | |
| 26.9789984 | 1 | < 0.1% | |
| 26.33279483 | 1 | < 0.1% | |
| 26.13396297 | 1 | < 0.1% |
| Distinct count | 105 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.75582819 |
|---|---|
| Minimum | -100 |
| Maximum | 75.01333945 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 62.26846559 |
| Q1 | 62.34469091 |
| median | 62.39042611 |
| Q3 | 74.83039867 |
| 95-th percentile | 74.89137893 |
| Maximum | 75.01333945 |
| Range | 175.0133395 |
| Interquartile range (IQR) | 12.48570776 |
Descriptive statistics
| Standard deviation | 16.06557093 |
|---|---|
| Coefficient of variation (CV) | 0.244321627 |
| Kurtosis | 52.06409954 |
| Mean | 65.75582819 |
| Median Absolute Deviation (MAD) | 7.772743136 |
| Skewness | -6.355656558 |
| Sum | 1116073.672 |
| Variance | 258.1025693 |
| Value | Count | Frequency (%) | |
| 62.35993599 | 1455 | 8.6% | |
| 62.37518104 | 1338 | 7.9% | |
| 62.34469091 | 1217 | 7.2% | |
| 62.39042611 | 1068 | 6.3% | |
| 62.32944586 | 1001 | 5.9% | |
| 74.84564372 | 904 | 5.3% | |
| 74.8608888 | 854 | 5.0% | |
| 74.83039867 | 837 | 4.9% | |
| 62.31420079 | 711 | 4.2% | |
| 74.8151536 | 705 | 4.2% | |
| Other values (95) | 6883 | 40.6% |
| Value | Count | Frequency (%) | |
| -100 | 63 | 0.4% | |
| -50.17912951 | 2 | < 0.1% | |
| -50.14863938 | 3 | < 0.1% | |
| -50.11814923 | 5 | < 0.1% | |
| -50.10290418 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 75.01333945 | 1 | < 0.1% | |
| 74.99809438 | 1 | < 0.1% | |
| 74.9828493 | 6 | < 0.1% | |
| 74.96760425 | 22 | 0.1% | |
| 74.95235918 | 64 | 0.4% |
| Distinct count | 171 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.55265903 |
|---|---|
| Minimum | -100 |
| Maximum | 82.78371467 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 61.04372911 |
| Q1 | 61.10928996 |
| median | 71.8612732 |
| Q3 | 82.58703206 |
| 95-th percentile | 82.65259294 |
| Maximum | 82.78371467 |
| Range | 182.7837147 |
| Interquartile range (IQR) | 21.4777421 |
Descriptive statistics
| Standard deviation | 19.99298586 |
|---|---|
| Coefficient of variation (CV) | 0.2874510642 |
| Kurtosis | 26.82901534 |
| Mean | 69.55265903 |
| Median Absolute Deviation (MAD) | 12.88490073 |
| Skewness | -4.282011064 |
| Sum | 1180517.282 |
| Variance | 399.7194835 |
| Value | Count | Frequency (%) | |
| 82.58703206 | 894 | 5.3% | |
| 61.10928996 | 882 | 5.2% | |
| 61.12240215 | 878 | 5.2% | |
| 82.57391988 | 827 | 4.9% | |
| 61.13551433 | 826 | 4.9% | |
| 82.60014422 | 797 | 4.7% | |
| 82.61325641 | 765 | 4.5% | |
| 61.0961778 | 748 | 4.4% | |
| 82.62636859 | 701 | 4.1% | |
| 61.14862649 | 681 | 4.0% | |
| Other values (161) | 8974 | 52.9% |
| Value | Count | Frequency (%) | |
| -100 | 63 | 0.4% | |
| -57.25431062 | 1 | < 0.1% | |
| -57.24119846 | 2 | < 0.1% | |
| -57.22808628 | 4 | < 0.1% | |
| -57.11007671 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 82.78371467 | 1 | < 0.1% | |
| 82.75749032 | 4 | < 0.1% | |
| 82.74437816 | 6 | < 0.1% | |
| 82.73126598 | 20 | 0.1% | |
| 82.71815379 | 34 | 0.2% |
| Distinct count | 122 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.06134799 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 55.23803074 |
| Q1 | 55.29220561 |
| median | 55.31929303 |
| Q3 | 55.35992415 |
| 95-th percentile | 55.4005553 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 0.06771854363 |
Descriptive statistics
| Standard deviation | 15.56998209 |
|---|---|
| Coefficient of variation (CV) | 0.2934335949 |
| Kurtosis | 52.49919161 |
| Mean | 53.06134799 |
| Median Absolute Deviation (MAD) | 4.59601256 |
| Skewness | -6.945910202 |
| Sum | 900610.2595 |
| Variance | 242.4243423 |
| Value | Count | Frequency (%) | |
| 55.33283673 | 1999 | 11.8% | |
| 55.31929303 | 1858 | 10.9% | |
| 55.30574931 | 1825 | 10.8% | |
| 55.34638045 | 1792 | 10.6% | |
| 55.35992415 | 1544 | 9.1% | |
| 55.29220561 | 1438 | 8.5% | |
| 55.27866189 | 1150 | 6.8% | |
| 55.37346788 | 1129 | 6.7% | |
| 55.3870116 | 813 | 4.8% | |
| 55.26511819 | 803 | 4.7% | |
| Other values (112) | 2622 | 15.4% |
| Value | Count | Frequency (%) | |
| -100 | 63 | 0.4% | |
| -85.44050924 | 1 | < 0.1% | |
| -55.76623553 | 1 | < 0.1% | |
| -55.7526918 | 1 | < 0.1% | |
| -55.7391481 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 99.79684432 | 1 | < 0.1% | |
| 99.7697569 | 1 | < 0.1% | |
| 99.75621318 | 2 | < 0.1% | |
| 99.74266948 | 1 | < 0.1% |
| Distinct count | 162 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.45509252 |
|---|---|
| Minimum | -100 |
| Maximum | 82.80655739 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 61.07540985 |
| Q1 | 61.1409836 |
| median | 82.51803278 |
| Q3 | 82.62295083 |
| 95-th percentile | 82.6885246 |
| Maximum | 82.80655739 |
| Range | 182.8065574 |
| Interquartile range (IQR) | 21.48196723 |
Descriptive statistics
| Standard deviation | 20.66466099 |
|---|---|
| Coefficient of variation (CV) | 0.297525498 |
| Kurtosis | 23.8483618 |
| Mean | 69.45509252 |
| Median Absolute Deviation (MAD) | 13.30268016 |
| Skewness | -4.094549673 |
| Sum | 1178861.285 |
| Variance | 427.0282139 |
| Value | Count | Frequency (%) | |
| 82.62295083 | 966 | 5.7% | |
| 61.1409836 | 929 | 5.5% | |
| 61.15409836 | 922 | 5.4% | |
| 82.60983606 | 919 | 5.4% | |
| 82.63606557 | 895 | 5.3% | |
| 61.16721313 | 878 | 5.2% | |
| 82.64918033 | 858 | 5.1% | |
| 61.12786886 | 841 | 5.0% | |
| 82.6622951 | 791 | 4.7% | |
| 82.59672132 | 767 | 4.5% | |
| Other values (152) | 8207 | 48.4% |
| Value | Count | Frequency (%) | |
| -100 | 61 | 0.4% | |
| -57.23278689 | 2 | < 0.1% | |
| -57.19344262 | 1 | < 0.1% | |
| -57.18032786 | 1 | < 0.1% | |
| -57.15409835 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 82.80655739 | 1 | < 0.1% | |
| 82.79344262 | 1 | < 0.1% | |
| 82.78032788 | 5 | < 0.1% | |
| 82.76721312 | 10 | 0.1% | |
| 82.75409835 | 27 | 0.2% |
| Distinct count | 128 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.01366922 |
|---|---|
| Minimum | -99.97289789 |
| Maximum | 99.93224473 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -99.97289789 |
|---|---|
| 5-th percentile | 55.37638052 |
| Q1 | 55.41703367 |
| median | 55.45768683 |
| Q3 | 66.4746934 |
| 95-th percentile | 66.59665288 |
| Maximum | 99.93224473 |
| Range | 199.9051426 |
| Interquartile range (IQR) | 11.05765973 |
Descriptive statistics
| Standard deviation | 14.80519476 |
|---|---|
| Coefficient of variation (CV) | 0.2596779853 |
| Kurtosis | 55.67561009 |
| Mean | 57.01366922 |
| Median Absolute Deviation (MAD) | 5.828987119 |
| Skewness | -6.553609617 |
| Sum | 967693.0076 |
| Variance | 219.1937918 |
| Value | Count | Frequency (%) | |
| 55.44413577 | 1713 | 10.1% | |
| 55.43058473 | 1636 | 9.6% | |
| 55.45768683 | 1632 | 9.6% | |
| 55.41703367 | 1408 | 8.3% | |
| 55.47123788 | 1225 | 7.2% | |
| 55.40348263 | 1049 | 6.2% | |
| 55.48478894 | 755 | 4.4% | |
| 55.38993156 | 722 | 4.3% | |
| 66.56955078 | 482 | 2.8% | |
| 66.55599974 | 440 | 2.6% | |
| Other values (118) | 5911 | 34.8% |
| Value | Count | Frequency (%) | |
| -99.97289789 | 59 | 0.3% | |
| -55.67450369 | 1 | < 0.1% | |
| -55.66095265 | 1 | < 0.1% | |
| -55.62029948 | 1 | < 0.1% | |
| -55.59319738 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99.93224473 | 2 | < 0.1% | |
| 99.91869366 | 1 | < 0.1% | |
| 99.90514262 | 2 | < 0.1% | |
| 99.89159156 | 4 | < 0.1% | |
| 99.87804052 | 1 | < 0.1% |
| Distinct count | 191 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.54993739 |
|---|---|
| Minimum | -100 |
| Maximum | 82.79048432 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 28.92850121 |
| Q1 | 61.01972606 |
| median | 61.12458222 |
| Q3 | 82.51523692 |
| 95-th percentile | 82.60698605 |
| Maximum | 82.79048432 |
| Range | 182.7904843 |
| Interquartile range (IQR) | 21.49551086 |
Descriptive statistics
| Standard deviation | 21.03165024 |
|---|---|
| Coefficient of variation (CV) | 0.3160280995 |
| Kurtosis | 17.5104143 |
| Mean | 66.54993739 |
| Median Absolute Deviation (MAD) | 14.19728568 |
| Skewness | -3.208238022 |
| Sum | 1129552.087 |
| Variance | 442.3303116 |
| Value | Count | Frequency (%) | |
| 61.04594009 | 585 | 3.4% | |
| 61.03283309 | 582 | 3.4% | |
| 61.05904712 | 578 | 3.4% | |
| 61.07215415 | 573 | 3.4% | |
| 82.51523692 | 565 | 3.3% | |
| 61.08526116 | 548 | 3.2% | |
| 82.52834392 | 546 | 3.2% | |
| 82.54145095 | 536 | 3.2% | |
| 61.01972606 | 525 | 3.1% | |
| 82.50212989 | 509 | 3.0% | |
| Other values (181) | 11426 | 67.3% |
| Value | Count | Frequency (%) | |
| -100 | 59 | 0.3% | |
| -57.11383445 | 2 | < 0.1% | |
| -57.08762041 | 2 | < 0.1% | |
| -57.06140638 | 1 | < 0.1% | |
| -57.04829937 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 82.79048432 | 2 | < 0.1% | |
| 82.77737729 | 1 | < 0.1% | |
| 82.76427028 | 2 | < 0.1% | |
| 82.75116325 | 3 | < 0.1% | |
| 82.72494922 | 7 | < 0.1% |
| Distinct count | 1681 |
|---|---|
| Unique (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.77552253 |
|---|---|
| Minimum | -80.70869194 |
| Maximum | 51.80274483 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -80.70869194 |
|---|---|
| 5-th percentile | 22.54012561 |
| Q1 | 25.20741258 |
| median | 27.82817709 |
| Q3 | 43.32015197 |
| 95-th percentile | 46.51469334 |
| Maximum | 51.80274483 |
| Range | 132.5114368 |
| Interquartile range (IQR) | 18.1127394 |
Descriptive statistics
| Standard deviation | 15.54447294 |
|---|---|
| Coefficient of variation (CV) | 0.4891964538 |
| Kurtosis | 19.36784148 |
| Mean | 31.77552253 |
| Median Absolute Deviation (MAD) | 10.32204512 |
| Skewness | -3.520384175 |
| Sum | 539325.944 |
| Variance | 241.630639 |
| Value | Count | Frequency (%) | |
| -80.70869194 | 63 | 0.4% | |
| 25.61060713 | 40 | 0.2% | |
| 26.95975807 | 37 | 0.2% | |
| 26.44801117 | 36 | 0.2% | |
| 26.43250367 | 36 | 0.2% | |
| 26.26192137 | 36 | 0.2% | |
| 25.85872685 | 36 | 0.2% | |
| 24.86624797 | 36 | 0.2% | |
| 26.15336899 | 35 | 0.2% | |
| 26.99077306 | 35 | 0.2% | |
| Other values (1671) | 16583 | 97.7% |
| Value | Count | Frequency (%) | |
| -80.70869194 | 63 | 0.4% | |
| -68.89199039 | 1 | < 0.1% | |
| -68.36473598 | 1 | < 0.1% | |
| -68.33372102 | 1 | < 0.1% | |
| -68.10110878 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.80274483 | 1 | < 0.1% | |
| 51.60114754 | 1 | < 0.1% | |
| 51.4770877 | 1 | < 0.1% | |
| 51.2909979 | 1 | < 0.1% | |
| 51.08940064 | 1 | < 0.1% |
| Distinct count | 1840 |
|---|---|
| Unique (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.34383622 |
|---|---|
| Minimum | -86.19279761 |
| Maximum | 69.77512188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -86.19279761 |
|---|---|
| 5-th percentile | 27.44142162 |
| Q1 | 30.1462494 |
| median | 45.58892908 |
| Q3 | 62.82434344 |
| 95-th percentile | 65.48199402 |
| Maximum | 69.77512188 |
| Range | 155.9679195 |
| Interquartile range (IQR) | 32.67809404 |
Descriptive statistics
| Standard deviation | 23.07203354 |
|---|---|
| Coefficient of variation (CV) | 0.5202985467 |
| Kurtosis | 8.42312944 |
| Mean | 44.34383622 |
| Median Absolute Deviation (MAD) | 18.20359851 |
| Skewness | -2.183975731 |
| Sum | 752647.9321 |
| Variance | 532.3187317 |
| Value | Count | Frequency (%) | |
| -86.19279761 | 63 | 0.4% | |
| 63.32756722 | 48 | 0.3% | |
| 29.9575405 | 43 | 0.3% | |
| 29.2656078 | 39 | 0.2% | |
| 30.52366725 | 38 | 0.2% | |
| 29.94181475 | 37 | 0.2% | |
| 31.23132568 | 37 | 0.2% | |
| 30.22487812 | 37 | 0.2% | |
| 62.38402266 | 37 | 0.2% | |
| 30.28778109 | 36 | 0.2% | |
| Other values (1830) | 16558 | 97.6% |
| Value | Count | Frequency (%) | |
| -86.19279761 | 63 | 0.4% | |
| -77.44928448 | 1 | < 0.1% | |
| -77.27630131 | 1 | < 0.1% | |
| -77.07186664 | 1 | < 0.1% | |
| -76.5057399 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 69.77512188 | 1 | < 0.1% | |
| 69.57068723 | 1 | < 0.1% | |
| 69.24044662 | 1 | < 0.1% | |
| 69.13036641 | 1 | < 0.1% | |
| 69.05173769 | 1 | < 0.1% |
| Distinct count | 961 |
|---|---|
| Unique (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.78491255 |
|---|---|
| Minimum | -99.6929541 |
| Maximum | 94.76405948 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -99.6929541 |
|---|---|
| 5-th percentile | 19.13380739 |
| Q1 | 21.41241113 |
| median | 22.70523595 |
| Q3 | 24.01422107 |
| 95-th percentile | 25.87265676 |
| Maximum | 94.76405948 |
| Range | 194.4570136 |
| Interquartile range (IQR) | 2.60180994 |
Descriptive statistics
| Standard deviation | 13.69414017 |
|---|---|
| Coefficient of variation (CV) | 0.6588500258 |
| Kurtosis | 35.55363407 |
| Mean | 20.78491255 |
| Median Absolute Deviation (MAD) | 4.39337205 |
| Skewness | -5.622013328 |
| Sum | 352782.3207 |
| Variance | 187.529475 |
| Value | Count | Frequency (%) | |
| 22.30122819 | 75 | 0.4% | |
| 22.57595345 | 74 | 0.4% | |
| 23.15772464 | 67 | 0.4% | |
| 23.31932773 | 67 | 0.4% | |
| 22.46283128 | 66 | 0.4% | |
| 22.23658696 | 65 | 0.4% | |
| 22.07498385 | 65 | 0.4% | |
| 22.20426632 | 65 | 0.4% | |
| 22.68907563 | 65 | 0.4% | |
| 23.01228185 | 64 | 0.4% | |
| Other values (951) | 16300 | 96.0% |
| Value | Count | Frequency (%) | |
| -99.6929541 | 1 | < 0.1% | |
| -84.04977375 | 63 | 0.4% | |
| -74.11118293 | 7 | < 0.1% | |
| -73.64253393 | 1 | < 0.1% | |
| -73.38396897 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 94.76405948 | 1 | < 0.1% | |
| 94.3438914 | 1 | < 0.1% | |
| 94.03684552 | 1 | < 0.1% | |
| 93.79444085 | 1 | < 0.1% | |
| 93.55203621 | 1 | < 0.1% |
| Distinct count | 1774 |
|---|---|
| Unique (%) | 10.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.0211431 |
|---|---|
| Minimum | -86.63506384 |
| Maximum | 69.53895559 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -86.63506384 |
|---|---|
| 5-th percentile | 27.13510208 |
| Q1 | 29.82643934 |
| median | 57.71848001 |
| Q3 | 62.65769556 |
| 95-th percentile | 65.21140762 |
| Maximum | 69.53895559 |
| Range | 156.1740194 |
| Interquartile range (IQR) | 32.83125622 |
Descriptive statistics
| Standard deviation | 23.89602503 |
|---|---|
| Coefficient of variation (CV) | 0.5428306344 |
| Kurtosis | 8.072067698 |
| Mean | 44.0211431 |
| Median Absolute Deviation (MAD) | 18.76184513 |
| Skewness | -2.215299734 |
| Sum | 747170.8618 |
| Variance | 571.0200124 |
| Value | Count | Frequency (%) | |
| -86.63506384 | 61 | 0.4% | |
| 29.68881414 | 43 | 0.3% | |
| 29.81114764 | 41 | 0.2% | |
| 29.39827204 | 40 | 0.2% | |
| 30.46869028 | 39 | 0.2% | |
| 30.66748223 | 39 | 0.2% | |
| 62.24481996 | 36 | 0.2% | |
| 30.28519001 | 35 | 0.2% | |
| 62.65769556 | 35 | 0.2% | |
| 29.07714656 | 35 | 0.2% | |
| Other values (1764) | 16569 | 97.6% |
| Value | Count | Frequency (%) | |
| -86.63506384 | 61 | 0.4% | |
| -78.11759309 | 1 | < 0.1% | |
| -77.84234269 | 1 | < 0.1% | |
| -76.87896628 | 2 | < 0.1% | |
| -76.72604939 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 69.53895559 | 1 | < 0.1% | |
| 69.06491322 | 1 | < 0.1% | |
| 69.01903817 | 1 | < 0.1% | |
| 68.65203762 | 2 | < 0.1% | |
| 68.51441242 | 1 | < 0.1% |
| Distinct count | 1426 |
|---|---|
| Unique (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.59663684 |
|---|---|
| Minimum | -85.24883145 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -85.24883145 |
|---|---|
| 5-th percentile | 25.54302996 |
| Q1 | 27.24773164 |
| median | 28.62249106 |
| Q3 | 41.42150124 |
| 95-th percentile | 44.39098156 |
| Maximum | 100 |
| Range | 185.2488315 |
| Interquartile range (IQR) | 14.17376959 |
Descriptive statistics
| Standard deviation | 15.04344368 |
|---|---|
| Coefficient of variation (CV) | 0.4916698447 |
| Kurtosis | 27.54534603 |
| Mean | 30.59663684 |
| Median Absolute Deviation (MAD) | 7.482753611 |
| Skewness | -4.387914429 |
| Sum | 519316.717 |
| Variance | 226.3051978 |
| Value | Count | Frequency (%) | |
| 27.94885895 | 67 | 0.4% | |
| 28.25130602 | 63 | 0.4% | |
| -85.24883145 | 59 | 0.3% | |
| 27.27522683 | 58 | 0.3% | |
| 27.44019797 | 57 | 0.3% | |
| 26.67033268 | 56 | 0.3% | |
| 27.61891668 | 55 | 0.3% | |
| 27.78388782 | 55 | 0.3% | |
| 28.22381083 | 54 | 0.3% | |
| 28.08633488 | 54 | 0.3% | |
| Other values (1416) | 16395 | 96.6% |
| Value | Count | Frequency (%) | |
| -85.24883145 | 59 | 0.3% | |
| -75.50178719 | 1 | < 0.1% | |
| -75.36431125 | 1 | < 0.1% | |
| -75.15809733 | 1 | < 0.1% | |
| -74.80065988 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 95.76574098 | 1 | < 0.1% | |
| 95.44954633 | 1 | < 0.1% | |
| 95.32581797 | 1 | < 0.1% | |
| 94.92713774 | 1 | < 0.1% |
| Distinct count | 2037 |
|---|---|
| Unique (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.48564391 |
|---|---|
| Minimum | -73.59965263 |
| Maximum | 62.08206687 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -73.59965263 |
|---|---|
| 5-th percentile | -4.737299173 |
| Q1 | 28.79939209 |
| median | 30.77507597 |
| Q3 | 56.3504125 |
| 95-th percentile | 58.5106383 |
| Maximum | 62.08206687 |
| Range | 135.6817195 |
| Interquartile range (IQR) | 27.55102041 |
Descriptive statistics
| Standard deviation | 21.714914 |
|---|---|
| Coefficient of variation (CV) | 0.5792861408 |
| Kurtosis | 4.480290795 |
| Mean | 37.48564391 |
| Median Absolute Deviation (MAD) | 16.97697912 |
| Skewness | -1.629046106 |
| Sum | 636243.834 |
| Variance | 471.5374898 |
| Value | Count | Frequency (%) | |
| -73.59965263 | 59 | 0.3% | |
| 29.30959618 | 41 | 0.2% | |
| 29.26617454 | 39 | 0.2% | |
| 29.50499349 | 38 | 0.2% | |
| 29.37472861 | 37 | 0.2% | |
| -47.93747286 | 36 | 0.2% | |
| 29.76552322 | 36 | 0.2% | |
| -47.75293097 | 36 | 0.2% | |
| 29.22275293 | 36 | 0.2% | |
| 29.66782457 | 36 | 0.2% | |
| Other values (2027) | 16579 | 97.7% |
| Value | Count | Frequency (%) | |
| -73.59965263 | 59 | 0.3% | |
| -68.19366044 | 1 | < 0.1% | |
| -63.26530612 | 1 | < 0.1% | |
| -62.51628311 | 10 | 0.1% | |
| -62.12548849 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 62.08206687 | 1 | < 0.1% | |
| 61.88666956 | 1 | < 0.1% | |
| 61.61528441 | 1 | < 0.1% | |
| 61.55015197 | 1 | < 0.1% | |
| 61.45245331 | 1 | < 0.1% |
| Distinct count | 355 |
|---|---|
| Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -42.51480444 |
|---|---|
| Minimum | -99.72791168 |
| Maximum | 62.01347776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -99.72791168 |
|---|---|
| 5-th percentile | -99.18373504 |
| Q1 | -97.95933761 |
| median | -97.95933761 |
| Q3 | 59.24724652 |
| 95-th percentile | 60.54722404 |
| Maximum | 62.01347776 |
| Range | 161.7413894 |
| Interquartile range (IQR) | 157.2065841 |
Descriptive statistics
| Standard deviation | 75.22385313 |
|---|---|
| Coefficient of variation (CV) | -1.769356678 |
| Kurtosis | -1.613316981 |
| Mean | -42.51480444 |
| Median Absolute Deviation (MAD) | 71.78612402 |
| Skewness | 0.6191094321 |
| Sum | -721603.7757 |
| Variance | 5658.62808 |
| Value | Count | Frequency (%) | |
| -97.95933761 | 8669 | 51.1% | |
| -99.18373504 | 1363 | 8.0% | |
| -98.0349177 | 796 | 4.7% | |
| 59.4286085 | 59 | 0.3% | |
| 59.21701446 | 58 | 0.3% | |
| 59.56468287 | 58 | 0.3% | |
| 59.1414344 | 57 | 0.3% | |
| 59.33794262 | 54 | 0.3% | |
| 59.39840668 | 54 | 0.3% | |
| 59.61003093 | 54 | 0.3% | |
| Other values (345) | 5751 | 33.9% |
| Value | Count | Frequency (%) | |
| -99.72791168 | 1 | < 0.1% | |
| -99.28954717 | 2 | < 0.1% | |
| -99.18373504 | 1363 | 8.0% | |
| -99.16861903 | 40 | 0.2% | |
| -99.13838699 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 62.01347776 | 1 | < 0.1% | |
| 61.9227514 | 1 | < 0.1% | |
| 61.89254961 | 1 | < 0.1% | |
| 61.87743358 | 2 | < 0.1% | |
| 61.84720155 | 1 | < 0.1% |
| Distinct count | 1513 |
|---|---|
| Unique (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02876647244 |
|---|---|
| Minimum | -99.96979992 |
| Maximum | 91.66480812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -99.96979992 |
|---|---|
| 5-th percentile | -98.65609644 |
| Q1 | -98.65609644 |
| median | 35.08495812 |
| Q3 | 58.67122066 |
| 95-th percentile | 89.57194257 |
| Maximum | 91.66480812 |
| Range | 191.634608 |
| Interquartile range (IQR) | 157.3273171 |
Descriptive statistics
| Standard deviation | 78.01052208 |
|---|---|
| Coefficient of variation (CV) | 2711.855693 |
| Kurtosis | -1.706557959 |
| Mean | 0.02876647244 |
| Median Absolute Deviation (MAD) | 74.39748872 |
| Skewness | -0.4055181529 |
| Sum | 488.2533368 |
| Variance | 6085.641554 |
| Value | Count | Frequency (%) | |
| -98.65609644 | 5824 | 34.3% | |
| -98.91279712 | 269 | 1.6% | |
| 34.54135668 | 75 | 0.4% | |
| 57.87091853 | 75 | 0.4% | |
| 58.00681889 | 72 | 0.4% | |
| 34.61685689 | 69 | 0.4% | |
| 57.99171884 | 69 | 0.4% | |
| 57.79541833 | 68 | 0.4% | |
| 58.03701897 | 67 | 0.4% | |
| 34.60175684 | 67 | 0.4% | |
| Other values (1503) | 10318 | 60.8% |
| Value | Count | Frequency (%) | |
| -99.96979992 | 8 | < 0.1% | |
| -98.91279712 | 269 | 1.6% | |
| -98.65609644 | 5824 | 34.3% | |
| -97.84069428 | 61 | 0.4% | |
| -97.76519408 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 91.66480812 | 1 | < 0.1% | |
| 91.63460805 | 1 | < 0.1% | |
| 91.54400779 | 2 | < 0.1% | |
| 91.52887756 | 2 | < 0.1% | |
| 91.51380771 | 1 | < 0.1% |
| Distinct count | 2011 |
|---|---|
| Unique (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -37.06908011 |
|---|---|
| Minimum | -98.72687786 |
| Maximum | 57.7922564 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -98.72687786 |
|---|---|
| 5-th percentile | -77.60802816 |
| Q1 | -77.60802816 |
| median | -18.61005018 |
| Q3 | -11.3307871 |
| 95-th percentile | -4.785441485 |
| Maximum | 57.7922564 |
| Range | 156.5191343 |
| Interquartile range (IQR) | 66.27724105 |
Descriptive statistics
| Standard deviation | 31.44019515 |
|---|---|
| Coefficient of variation (CV) | -0.84815148 |
| Kurtosis | -1.651633874 |
| Mean | -37.06908011 |
| Median Absolute Deviation (MAD) | 29.94758002 |
| Skewness | -0.4323934854 |
| Sum | -629173.4966 |
| Variance | 988.4858714 |
| Value | Count | Frequency (%) | |
| -77.60802816 | 5786 | 34.1% | |
| -72.5454954 | 184 | 1.1% | |
| -72.68029656 | 102 | 0.6% | |
| -74.22302104 | 62 | 0.4% | |
| -74.47764547 | 49 | 0.3% | |
| -12.7387104 | 20 | 0.1% | |
| -10.44709054 | 19 | 0.1% | |
| -15.34486632 | 19 | 0.1% | |
| -77.65296188 | 18 | 0.1% | |
| -12.36426271 | 18 | 0.1% | |
| Other values (2001) | 10696 | 63.0% |
| Value | Count | Frequency (%) | |
| -98.72687786 | 1 | < 0.1% | |
| -96.55508125 | 1 | < 0.1% | |
| -92.27139968 | 1 | < 0.1% | |
| -92.13659852 | 1 | < 0.1% | |
| -82.01153299 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 57.7922564 | 1 | < 0.1% | |
| 57.65745524 | 1 | < 0.1% | |
| 52.78963529 | 1 | < 0.1% | |
| 51.00726429 | 1 | < 0.1% | |
| 50.39317008 | 1 | < 0.1% |
| Distinct count | 1649 |
|---|---|
| Unique (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -66.16746181 |
|---|---|
| Minimum | -85.30511917 |
| Maximum | 21.27818743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -85.30511917 |
|---|---|
| 5-th percentile | -84.31121086 |
| Q1 | -79.9080902 |
| median | -79.9080902 |
| Q3 | -42.54568774 |
| 95-th percentile | -36.12268892 |
| Maximum | 21.27818743 |
| Range | 106.5833066 |
| Interquartile range (IQR) | 37.36240246 |
Descriptive statistics
| Standard deviation | 19.47190256 |
|---|---|
| Coefficient of variation (CV) | -0.2942821446 |
| Kurtosis | -1.387704889 |
| Mean | -66.16746181 |
| Median Absolute Deviation (MAD) | 18.40669376 |
| Skewness | 0.6635541901 |
| Sum | -1123060.329 |
| Variance | 379.1549894 |
| Value | Count | Frequency (%) | |
| -79.9080902 | 8669 | 51.1% | |
| -84.31121086 | 1410 | 8.3% | |
| -79.97221332 | 796 | 4.7% | |
| -38.32424925 | 15 | 0.1% | |
| -39.4250294 | 14 | 0.1% | |
| -41.33803571 | 13 | 0.1% | |
| -37.62958215 | 12 | 0.1% | |
| -40.24794274 | 12 | 0.1% | |
| -39.98076309 | 12 | 0.1% | |
| -36.9776638 | 12 | 0.1% | |
| Other values (1639) | 6008 | 35.4% |
| Value | Count | Frequency (%) | |
| -85.30511917 | 1 | < 0.1% | |
| -84.31121086 | 1410 | 8.3% | |
| -82.91118949 | 5 | < 0.1% | |
| -82.84706637 | 3 | < 0.1% | |
| -81.63941435 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 21.27818743 | 1 | < 0.1% | |
| 14.69488081 | 1 | < 0.1% | |
| 11.29635564 | 1 | < 0.1% | |
| 9.158918434 | 1 | < 0.1% | |
| 6.123757588 | 1 | < 0.1% |
| Distinct count | 3366 |
|---|---|
| Unique (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.27061545 |
|---|---|
| Minimum | -97.14774672 |
| Maximum | 89.10439246 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -97.14774672 |
|---|---|
| 5-th percentile | 28.10895607 |
| Q1 | 50.1283514 |
| median | 54.24985738 |
| Q3 | 58.07187678 |
| 95-th percentile | 81.64575014 |
| Maximum | 89.10439246 |
| Range | 186.2521392 |
| Interquartile range (IQR) | 7.943525377 |
Descriptive statistics
| Standard deviation | 26.41618688 |
|---|---|
| Coefficient of variation (CV) | 0.51523054 |
| Kurtosis | 17.19877554 |
| Mean | 51.27061545 |
| Median Absolute Deviation (MAD) | 13.53777484 |
| Skewness | -3.616436701 |
| Sum | 870216.156 |
| Variance | 697.8149294 |
| Value | Count | Frequency (%) | |
| -95.72162008 | 69 | 0.4% | |
| 57.35881346 | 32 | 0.2% | |
| 56.68853393 | 29 | 0.2% | |
| 56.63148887 | 28 | 0.2% | |
| 51.41183686 | 27 | 0.2% | |
| 56.77410154 | 27 | 0.2% | |
| 57.17341701 | 27 | 0.2% | |
| 53.1802624 | 26 | 0.2% | |
| 56.51739875 | 26 | 0.2% | |
| 56.75984026 | 24 | 0.1% | |
| Other values (3356) | 16658 | 98.1% |
| Value | Count | Frequency (%) | |
| -97.14774672 | 1 | < 0.1% | |
| -96.59155733 | 1 | < 0.1% | |
| -96.54877353 | 1 | < 0.1% | |
| -96.16371934 | 1 | < 0.1% | |
| -96.14945807 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 89.10439246 | 1 | < 0.1% | |
| 89.06158015 | 1 | < 0.1% | |
| 89.03308613 | 1 | < 0.1% | |
| 88.9047062 | 1 | < 0.1% | |
| 88.8334284 | 2 | < 0.1% |
L_8
Real number (ℝ)
| Distinct count | 4465 |
|---|---|
| Unique (%) | 26.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -28.52193828 |
|---|---|
| Minimum | -61.20509849 |
| Maximum | 33.31788333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -61.20509849 |
|---|---|
| 5-th percentile | -37.48628815 |
| Q1 | -33.4517832 |
| median | -28.4871894 |
| Q3 | -23.67709541 |
| 95-th percentile | -19.38715078 |
| Maximum | 33.31788333 |
| Range | 94.52298183 |
| Interquartile range (IQR) | 9.774687784 |
Descriptive statistics
| Standard deviation | 5.927695535 |
|---|---|
| Coefficient of variation (CV) | -0.2078293374 |
| Kurtosis | -0.03240018502 |
| Mean | -28.52193828 |
| Median Absolute Deviation (MAD) | 5.060973166 |
| Skewness | 0.01262979548 |
| Sum | -484102.8584 |
| Variance | 35.13757435 |
| Value | Count | Frequency (%) | |
| -33.27668341 | 83 | 0.5% | |
| -26.12849235 | 19 | 0.1% | |
| -22.69859664 | 13 | 0.1% | |
| -34.94528133 | 13 | 0.1% | |
| -26.10789238 | 13 | 0.1% | |
| -34.03373247 | 13 | 0.1% | |
| -35.21823099 | 13 | 0.1% | |
| -34.16248231 | 13 | 0.1% | |
| -32.67928416 | 12 | 0.1% | |
| -33.95648256 | 12 | 0.1% | |
| Other values (4455) | 16769 | 98.8% |
| Value | Count | Frequency (%) | |
| -61.20509849 | 1 | < 0.1% | |
| -59.46440067 | 1 | < 0.1% | |
| -58.55800181 | 1 | < 0.1% | |
| -53.26380843 | 1 | < 0.1% | |
| -51.73426034 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33.31788333 | 1 | < 0.1% | |
| -5.930217601 | 1 | < 0.1% | |
| -8.515514366 | 1 | < 0.1% | |
| -9.854512698 | 1 | < 0.1% | |
| -10.02961248 | 1 | < 0.1% |
| Distinct count | 1067 |
|---|---|
| Unique (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.94165202 |
|---|---|
| Minimum | -99.83296637 |
| Maximum | 90.46389794 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -99.83296637 |
|---|---|
| 5-th percentile | 34.11279325 |
| Q1 | 57.16343481 |
| median | 57.7253056 |
| Q3 | 58.75787715 |
| 95-th percentile | 89.73499355 |
| Maximum | 90.46389794 |
| Range | 190.2968643 |
| Interquartile range (IQR) | 1.594442341 |
Descriptive statistics
| Standard deviation | 27.58282228 |
|---|---|
| Coefficient of variation (CV) | 0.5020384584 |
| Kurtosis | 17.70351888 |
| Mean | 54.94165202 |
| Median Absolute Deviation (MAD) | 13.78714783 |
| Skewness | -3.689287942 |
| Sum | 932524.6597 |
| Variance | 760.8120849 |
| Value | Count | Frequency (%) | |
| 57.28494418 | 145 | 0.9% | |
| 57.43679295 | 142 | 0.8% | |
| 57.45197781 | 138 | 0.8% | |
| 57.64938121 | 135 | 0.8% | |
| 57.48234758 | 133 | 0.8% | |
| 57.54308708 | 132 | 0.8% | |
| 57.58864169 | 130 | 0.8% | |
| 57.30012907 | 130 | 0.8% | |
| 57.34568368 | 129 | 0.8% | |
| 57.51271733 | 128 | 0.8% | |
| Other values (1057) | 15631 | 92.1% |
| Value | Count | Frequency (%) | |
| -99.83296637 | 4 | < 0.1% | |
| -99.78741174 | 4 | < 0.1% | |
| -97.7374535 | 17 | 0.1% | |
| -97.72226862 | 21 | 0.1% | |
| -97.69189887 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 90.46389794 | 1 | < 0.1% | |
| 90.44871308 | 2 | < 0.1% | |
| 90.43352819 | 1 | < 0.1% | |
| 90.41834333 | 3 | < 0.1% | |
| 90.38797356 | 2 | < 0.1% |
L_10
Real number (ℝ)
| Distinct count | 2499 |
|---|---|
| Unique (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -29.99049457 |
|---|---|
| Minimum | -98.57266097 |
| Maximum | 56.03482081 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -98.57266097 |
|---|---|
| 5-th percentile | -42.90643872 |
| Q1 | -34.68747549 |
| median | -29.43298563 |
| Q3 | -24.35103128 |
| 95-th percentile | -17.63783231 |
| Maximum | 56.03482081 |
| Range | 154.6074818 |
| Interquartile range (IQR) | 10.33644421 |
Descriptive statistics
| Standard deviation | 9.456956805 |
|---|---|
| Coefficient of variation (CV) | -0.3153318056 |
| Kurtosis | 8.668881173 |
| Mean | -29.99049457 |
| Median Absolute Deviation (MAD) | 6.612218282 |
| Skewness | -0.7125425883 |
| Sum | -509028.6644 |
| Variance | 89.43403202 |
| Value | Count | Frequency (%) | |
| -28.146812 | 27 | 0.2% | |
| -29.6996314 | 24 | 0.1% | |
| -29.37024546 | 24 | 0.1% | |
| -30.15449767 | 24 | 0.1% | |
| -29.85648185 | 23 | 0.1% | |
| -29.29182024 | 23 | 0.1% | |
| -32.96212061 | 23 | 0.1% | |
| -27.22139439 | 22 | 0.1% | |
| -27.97427652 | 22 | 0.1% | |
| -29.38593052 | 22 | 0.1% | |
| Other values (2489) | 16739 | 98.6% |
| Value | Count | Frequency (%) | |
| -98.57266097 | 8 | < 0.1% | |
| -96.23558937 | 1 | < 0.1% | |
| -95.29448671 | 1 | < 0.1% | |
| -94.43180927 | 1 | < 0.1% | |
| -85.60112932 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 56.03482081 | 1 | < 0.1% | |
| 51.12540195 | 1 | < 0.1% | |
| 44.23966749 | 1 | < 0.1% | |
| 43.81617128 | 1 | < 0.1% | |
| 42.71821818 | 1 | < 0.1% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.42409616 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 71.42857321 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 29.23491752 |
|---|---|
| Coefficient of variation (CV) | 0.3197725627 |
| Kurtosis | 33.50619426 |
| Mean | 91.42409616 |
| Median Absolute Deviation (MAD) | 14.05174217 |
| Skewness | -5.608703864 |
| Sum | 1551741.184 |
| Variance | 854.6804026 |
| Value | Count | Frequency (%) | |
| 100 | 13901 | 81.9% | |
| 71.42857321 | 2594 | 15.3% | |
| -100 | 335 | 2.0% | |
| 84.12698372 | 56 | 0.3% | |
| 58.73016269 | 55 | 0.3% | |
| 90.47619521 | 4 | < 0.1% | |
| 96.82539424 | 3 | < 0.1% | |
| 65.07936171 | 2 | < 0.1% | |
| 77.77778469 | 2 | < 0.1% | |
| -63.68271527 | 2 | < 0.1% | |
| Other values (17) | 19 | 0.1% |
| Value | Count | Frequency (%) | |
| -100 | 335 | 2.0% | |
| -63.68271527 | 2 | < 0.1% | |
| -56.21031353 | 1 | < 0.1% | |
| -44.8696948 | 1 | < 0.1% | |
| -2.407412998 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 13901 | 81.9% | |
| 99.46262673 | 1 | < 0.1% | |
| 99.19890598 | 1 | < 0.1% | |
| 96.82539424 | 3 | < 0.1% | |
| 93.65080095 | 2 | < 0.1% |
B_5
Real number (ℝ)
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.29596991 |
|---|---|
| Minimum | -100 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 33.33333333 |
| Q1 | 83.33333334 |
| median | 83.33333334 |
| Q3 | 83.33333334 |
| 95-th percentile | 83.33333334 |
| Maximum | 100 |
| Range | 200 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 31.77431605 |
|---|---|
| Coefficient of variation (CV) | 0.4456677718 |
| Kurtosis | 16.31621761 |
| Mean | 71.29596991 |
| Median Absolute Deviation (MAD) | 19.72206459 |
| Skewness | -3.754913375 |
| Sum | 1210106.497 |
| Variance | 1009.60716 |
| Value | Count | Frequency (%) | |
| 83.33333334 | 13838 | 81.5% | |
| 33.33333333 | 2617 | 15.4% | |
| -100 | 377 | 2.2% | |
| 59.99999476 | 40 | 0.2% | |
| 50.00000001 | 33 | 0.2% | |
| 100 | 26 | 0.2% | |
| -49.99999999 | 14 | 0.1% | |
| 56.66665882 | 4 | < 0.1% | |
| 76.66666143 | 3 | < 0.1% | |
| 70.00000262 | 3 | < 0.1% | |
| Other values (16) | 18 | 0.1% |
| Value | Count | Frequency (%) | |
| -100 | 377 | 2.2% | |
| -66.66666667 | 1 | < 0.1% | |
| -58.76671083 | 1 | < 0.1% | |
| -49.99999999 | 14 | 0.1% | |
| 0.7342616063 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 26 | 0.2% | |
| 91.19994337 | 1 | < 0.1% | |
| 83.33333334 | 13838 | 81.5% | |
| 83.16640158 | 1 | < 0.1% | |
| 76.66666143 | 3 | < 0.1% |
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.75204106 |
|---|---|
| Minimum | -100 |
| Maximum | 93.84614893 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 132.7 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 66.15384367 |
| Q1 | 93.84614893 |
| median | 93.84614893 |
| Q3 | 93.84614893 |
| 95-th percentile | 93.84614893 |
| Maximum | 93.84614893 |
| Range | 193.8461489 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.48543082 |
|---|---|
| Coefficient of variation (CV) | 0.3205221763 |
| Kurtosis | 35.49793473 |
| Mean | 85.75204106 |
| Median Absolute Deviation (MAD) | 13.26203228 |
| Skewness | -5.736311713 |
| Sum | 1455469.393 |
| Variance | 755.4489075 |
| Value | Count | Frequency (%) | |
| 93.84614893 | 13901 | 81.9% | |
| 66.15384367 | 2592 | 15.3% | |
| -100 | 312 | 1.8% | |
| 53.84615378 | 81 | 0.5% | |
| 78.46153354 | 55 | 0.3% | |
| 90.76922343 | 6 | < 0.1% | |
| 59.99999268 | 4 | < 0.1% | |
| 84.61538453 | 3 | < 0.1% | |
| 69.23076915 | 2 | < 0.1% | |
| 72.30769464 | 2 | < 0.1% | |
| Other values (15) | 15 | 0.1% |
| Value | Count | Frequency (%) | |
| -100 | 312 | 1.8% | |
| -54.83069937 | 1 | < 0.1% | |
| -37.32939706 | 1 | < 0.1% | |
| -8.751492118 | 1 | < 0.1% | |
| -0.8003835522 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 93.84614893 | 13901 | 81.9% | |
| 90.76922343 | 6 | < 0.1% | |
| 87.69231001 | 1 | < 0.1% | |
| 84.61538453 | 3 | < 0.1% | |
| 84.36936818 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| Timestamp | L_1 | L_2 | A_1 | A_2 | B_1 | B_2 | C_1 | C_2 | A_3 | A_4 | B_3 | B_4 | C_3 | C_4 | L_3 | L_4 | L_5 | L_6 | L_7 | L_8 | L_9 | L_10 | A_5 | B_5 | C_5 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | -99.331815 | -79.731577 | -49.996189 | -56.874058 | -55.671430 | -57.022951 | -55.660953 | -57.035192 | -65.697449 | -74.540022 | -71.040724 | -72.811377 | -72.546054 | -62.125488 | -99.183735 | -97.704794 | -76.934022 | -84.311211 | -93.610953 | -25.438393 | -97.509680 | -65.524273 | -100.0 | -100.0 | -100.0 |
| 1 | 1 | -99.331815 | -79.731577 | -50.087659 | -56.874058 | -55.617255 | -56.970492 | -55.498340 | -57.087620 | -65.697449 | -76.505740 | -71.040724 | -74.141754 | -72.546054 | -62.125488 | -99.183735 | -97.704794 | -76.934022 | -84.311211 | -93.610953 | -25.438393 | -97.509680 | -65.524273 | -100.0 | -100.0 | -100.0 |
| 2 | 2 | -96.142749 | -71.343358 | -50.118149 | -56.978955 | -55.603711 | -57.140984 | -55.538993 | -57.048299 | -65.697449 | -72.637207 | -71.040724 | -76.726049 | -72.546054 | -62.125488 | -99.183735 | -97.402793 | -71.781622 | -84.311211 | -93.610953 | -23.687395 | -97.509680 | -71.139518 | -100.0 | -100.0 | -100.0 |
| 3 | 3 | -88.883827 | -59.724121 | -50.102904 | -56.874058 | -55.671430 | -56.983607 | -55.593197 | -57.035192 | -65.697449 | -72.511401 | -71.040724 | -76.726049 | -72.546054 | -62.125488 | -99.183735 | -90.033974 | -57.552610 | -84.311211 | -85.852824 | -12.887859 | -89.826133 | -68.708337 | -100.0 | -100.0 | -100.0 |
| 4 | 4 | -66.985573 | -50.316888 | -50.148639 | -56.992067 | -55.590167 | -57.062295 | -55.674504 | -57.035192 | -65.697449 | -75.939613 | -71.040724 | -78.117593 | -72.546054 | -62.125488 | -99.183735 | -68.244616 | -45.735041 | -84.311211 | -65.288078 | -10.575512 | -67.853618 | -67.030037 | -100.0 | -100.0 | -100.0 |
| 5 | 5 | -11.359150 | -42.525165 | -50.041924 | -57.005179 | -55.563080 | -56.878689 | -55.566095 | -56.995871 | -65.697449 | -77.071867 | -70.701357 | -73.254836 | -72.546054 | -62.125488 | -99.183735 | -12.751969 | -36.283981 | -84.311211 | -13.191671 | -8.515514 | -12.368081 | -47.282566 | -100.0 | -100.0 | -100.0 |
| 6 | 6 | 0.136674 | -44.240089 | -49.965699 | -57.228086 | -55.590167 | -57.180328 | 11.077986 | 7.438233 | -65.697449 | -74.555748 | -70.846800 | -74.569921 | -25.446797 | -25.358228 | -99.183735 | -0.717237 | -49.868943 | -84.311211 | -4.221335 | -23.950045 | 0.083517 | -65.257627 | -100.0 | -100.0 | -100.0 |
| 7 | 7 | 47.304480 | -58.978501 | -50.179130 | -56.913394 | -55.590167 | -57.036066 | 11.091537 | 7.359591 | -65.697449 | -75.090423 | -70.846800 | -75.258047 | -24.168271 | -25.358228 | -99.183735 | 47.361291 | -71.092638 | -84.311211 | 43.211637 | -31.288786 | 47.581809 | -36.773586 | -100.0 | -100.0 | -100.0 |
| 8 | 8 | -77.372817 | -72.262955 | -50.118149 | -57.228086 | -55.684973 | -57.140984 | 11.064435 | 7.359591 | -65.697449 | -75.090423 | -70.168067 | -75.258047 | -24.841903 | -23.132870 | -99.183735 | -74.707433 | -96.555081 | -84.311211 | -71.891044 | -40.589674 | -74.459039 | -94.431809 | -100.0 | -100.0 | -100.0 |
| 9 | 9 | -96.841306 | -60.308189 | -50.041924 | -57.254311 | -55.684973 | -57.232787 | 10.983129 | 7.398912 | -66.116151 | -75.279132 | -70.038785 | -77.842343 | -26.202914 | -23.621363 | -99.183735 | -97.463193 | -75.406276 | -84.311211 | -93.339989 | -25.572293 | -97.403386 | -63.234256 | -100.0 | -100.0 | -100.0 |
Last rows
| Timestamp | L_1 | L_2 | A_1 | A_2 | B_1 | B_2 | C_1 | C_2 | A_3 | A_4 | B_3 | B_4 | C_3 | C_4 | L_3 | L_4 | L_5 | L_6 | L_7 | L_8 | L_9 | L_10 | A_5 | B_5 | C_5 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16963 | 16963 | 74.867122 | -3.976637 | 74.876134 | 82.652593 | 55.251574 | 82.583607 | 55.444136 | 82.475916 | 43.273630 | 61.078786 | 23.076923 | 60.792109 | 28.292549 | 56.491533 | -97.959338 | 77.636871 | -14.775706 | -79.90809 | 74.058756 | -53.263808 | 77.328980 | -30.279978 | 71.428573 | 33.333333 | 66.153844 |
| 16964 | 16964 | -18.329537 | -28.954890 | 74.876134 | 82.665705 | 55.346380 | 82.609836 | 55.457687 | 82.384167 | 47.724277 | 66.378361 | 26.438268 | 65.823075 | 27.288974 | 59.563613 | -97.959338 | -16.209878 | -50.947353 | -79.90809 | -15.059897 | -58.558002 | -16.832465 | -60.285468 | 71.428573 | 33.333333 | 66.153844 |
| 16965 | 16965 | -90.797267 | -17.857587 | 24.948548 | 30.741493 | 11.004266 | 28.983607 | 33.193306 | 27.242939 | -13.003024 | -19.153955 | -28.878474 | -25.453016 | -20.690129 | -30.362571 | -97.959338 | -91.347677 | 37.661949 | -79.90809 | -87.150599 | -31.989185 | -90.964999 | 29.182025 | 58.730163 | 33.333333 | 53.846154 |
| 16966 | 16966 | -94.517844 | -46.278116 | 24.796097 | -14.154593 | 10.923004 | -14.098361 | 24.452876 | -0.832296 | -13.018531 | -49.174398 | -31.738849 | -49.552718 | -47.360462 | -54.450716 | -97.959338 | -94.760286 | 47.951771 | -79.90809 | -91.257844 | -46.445217 | -94.533445 | 39.314564 | 55.682526 | 33.333333 | -0.800384 |
| 16967 | 16967 | -94.517844 | -56.132720 | -12.432350 | -24.762342 | -22.259091 | -24.813115 | -22.284708 | -24.818140 | -43.800884 | -59.364680 | -53.781513 | -60.440401 | -54.481716 | -48.664785 | -97.959338 | -94.760286 | -46.034599 | -79.90809 | -90.815744 | -61.205098 | -94.806772 | -57.760176 | -100.000000 | -100.000000 | -100.000000 |
| 16968 | 16968 | -94.517844 | -50.739406 | -12.630536 | -24.906576 | -22.394528 | -24.747541 | -22.379565 | -24.857461 | -43.769869 | -56.659852 | -57.013575 | -58.727731 | -55.031619 | -48.664785 | -97.959338 | -94.760286 | -74.582491 | -79.90809 | -90.830006 | -39.008626 | -94.806772 | -76.221473 | -100.000000 | -100.000000 | -100.000000 |
| 16969 | 16969 | -94.517844 | -51.261340 | -12.432350 | -24.880351 | -22.340353 | -24.839344 | -22.298259 | -24.818140 | -45.801349 | -55.464696 | -55.575307 | -58.727731 | -58.152323 | -48.664785 | -97.959338 | -94.760286 | -74.582491 | -79.90809 | -91.015402 | -43.494271 | -94.806772 | -76.221473 | -100.000000 | -100.000000 | -100.000000 |
| 16970 | 16970 | -94.517844 | -48.539829 | -12.508575 | -24.867239 | -22.380985 | -24.773770 | -22.230503 | -24.844354 | -49.755757 | -55.889291 | -56.027796 | -56.464562 | -56.805059 | -48.664785 | -97.959338 | -94.760286 | -49.883921 | -79.90809 | -91.072447 | -42.181022 | -94.806772 | -65.210572 | -100.000000 | -100.000000 | -100.000000 |
| 16971 | 16971 | -99.104024 | -79.731577 | -12.615291 | -24.762342 | -22.326810 | -24.773770 | -22.298259 | -24.896782 | -43.258122 | -56.298160 | -52.844215 | -57.336188 | -57.025021 | -48.664785 | -97.959338 | -97.765194 | -68.156968 | -79.90809 | -93.525385 | 33.317883 | -97.570420 | -71.641440 | -100.000000 | -100.000000 | -100.000000 |
| 16972 | 16972 | -99.104024 | -79.731577 | -12.584801 | -24.827903 | -22.286179 | -24.865574 | -26.444881 | -25.932237 | -45.072497 | -59.207423 | -52.957337 | -55.975227 | -75.364311 | -68.193660 | -97.959338 | -97.765194 | -73.159590 | -79.90809 | -95.835710 | -33.276683 | -97.570420 | -69.680809 | -100.000000 | -100.000000 | -100.000000 |